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SHIVAM TANEJA +91 9821090076 ⋄ Bengaluru, India [email protected] ⋄ LinkedIn ⋄ Github ⋄ Codeforces ⋄ Kaggle ⋄ Leetcode ⋄ shivam-taneja.com OVERVIEW AI/ML Engineer with 26 months of experience building scalable systems and Applied AI solutions. Proficient in GenAIworkflows,RAG,andcloudinfrastructure(AWS),full-stackdevelopment,large-scaledatapipelines,andmodel optimization. Recognized on Kaggle with top 10% global rankings for work in RAG retrieval and PII detection. SKILLS ML/AI Tools LangGraph, PyTorch, RAG, Quantisation, FAISS, Transformers, Pandas, Numpy Technical Skills React.js, Node.js, MongoDB, AWS S3, Lambda, SQS, Jenkins, Python, Git, Agile/Scrum EXPERIENCE J.P. Morgan Chase & Co., Bengaluru - Data Scientist Analyst Jan 2024 – Present • Achieved 0.95 f1-score and reduced manual verification time by 60% by building an automated KYC parser for 300+ document types using AWS Textract, OpenAI APIs, and LangGraph for orchestration. • Delivered 91.4% intra-cluster cohesion and 90.8% inter-cluster separation by building an error catego- rization pipeline using TF-IDF, metadata features, and HDBSCAN. • As a downstream consumer of an external PDF extraction platform, identified gaps in bounding-box map- pings and citation generation; designed extraction-to-bounding-box mapping algorithms, citation logic, and AWS Textract response caching, reducing false positives by 90%. The solution was later integrated up- stream and adopted firm-wide. • Improved document extraction pe